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477 Publications
2021 | Conference Paper | LibreCat-ID: 22913
@inproceedings{Hüllermeier_Mohr_Tornede_Wever_2021, title={Automated Machine Learning, Bounded Rationality, and Rational Metareasoning}, author={Hüllermeier, Eyke and Mohr, Felix and Tornede, Alexander and Wever, Marcel Dominik}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 22914
@inproceedings{Mohr_Wever_2021, title={Replacing the Ex-Def Baseline in AutoML by Naive AutoML}, author={Mohr, Felix and Wever, Marcel Dominik}, year={2021} }
LibreCat
2021 | Preprint | LibreCat-ID: 30866
@article{Tornede_Tornede_Hanselle_Wever_Mohr_Hüllermeier_2021, title={Towards Green Automated Machine Learning: Status Quo and Future Directions}, journal={arXiv:2111.05850}, author={Tornede, Tanja and Tornede, Alexander and Hanselle, Jonas Manuel and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2021} }
LibreCat
| arXiv
2021 | Conference Paper | LibreCat-ID: 21198
@article{Hanselle_Tornede_Wever_Hüllermeier_2021, series={PAKDD}, title={Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data}, author={Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2021}, collection={PAKDD} }
LibreCat
2021 | Preprint | LibreCat-ID: 27778
@article{Maack_Meyer auf der Heide_Pukrop_2021, title={Full Version -- Server Cloud Scheduling}, journal={arXiv:2108.02109}, author={Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop, Simon}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 23991
@article{Kruse_Gudyriev_Kneuper_Schwabe_Kurz_Scheytt_2021, title={Silicon Photonic Radar Transmitter IC for mm-Wave Large Aperture MIMO Radar Using Optical Clock Distribution}, volume={31}, number={6}, journal={IEEE Microwave and Wireless Components Letters}, author={Kruse, Stephan and Gudyriev, Sergiy and Kneuper, Pascal and Schwabe, Tobias and Kurz, Heiko G. and Scheytt, Christoph}, year={2021}, pages={783–786} }
LibreCat
2021 | Dissertation | LibreCat-ID: 28370
@book{Kohlstedt_2021, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Modellbasierte Synthese einer hybriden Kraft-/Positionsregelung für einen Fahrzeugachsprüfstand mit hydraulischem Hexapod}, volume={396}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Kohlstedt, Andreas}, year={2021}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2021 | Dissertation | LibreCat-ID: 52665
@book{Hillebrand_2021, series={HNI-Verlagsschriftreihe}, title={Entwicklungssystematik zur Integration von Eigenschaften der Selbstheilung in Intelligente Technische Systeme }, volume={Band 403}, author={Hillebrand, Michael}, year={2021}, collection={HNI-Verlagsschriftreihe} }
LibreCat
2021 | Dissertation | LibreCat-ID: 52664
@book{Wu_2021, series={HNI-Verlagsschriftreihe}, title={Ultrabreitbandige Sampler in SiGe-BiCMOS-Technologie für Analog-Digital-Wandler mit zeitversetzter Abtastung}, volume={402}, author={Wu, Liang}, year={2021}, collection={HNI-Verlagsschriftreihe} }
LibreCat
2020 | Dissertation | LibreCat-ID: 28367
@book{Echterfeld_2020, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Digitalisierung von Produktprogrammen}, volume={393}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Echterfeld, Julian}, year={2020}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2020 | Dissertation | LibreCat-ID: 28369
@book{Lukei_2020, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel}, volume={395}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Lukei, Meinolf}, year={2020}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 17407
@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Extreme Algorithm Selection with Dyadic Feature Representation}, booktitle={Discovery Science}, author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 17408
@inproceedings{Hanselle_Tornede_Wever_Hüllermeier_2020, title={Hybrid Ranking and Regression for Algorithm Selection}, booktitle={KI 2020: Advances in Artificial Intelligence}, author={Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 17424
@inproceedings{Tornede_Tornede_Wever_Mohr_Hüllermeier_2020, title={AutoML for Predictive Maintenance: One Tool to RUL Them All}, DOI={10.1007/978-3-030-66770-2_8}, booktitle={Proceedings of the ECMLPKDD 2020}, author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }
LibreCat
| DOI
2020 | Preprint | LibreCat-ID: 17605 | 
@article{Heid_Wever_Hüllermeier, title={Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction}, journal={Journal of Data Mining and Digital Humanities}, publisher={episciences}, author={Heid, Stefan Helmut and Wever, Marcel Dominik and Hüllermeier, Eyke} }
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2020 | Conference Paper | LibreCat-ID: 20306
@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Towards Meta-Algorithm Selection}, booktitle={Workshop MetaLearn 2020 @ NeurIPS 2020}, author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 18276
@inproceedings{Tornede_Wever_Werner_Mohr_Hüllermeier_2020, title={Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis}, booktitle={ACML 2020}, author={Tornede, Alexander and Wever, Marcel Dominik and Werner, Stefan and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 15629
@inproceedings{Wever_Tornede_Mohr_Hüllermeier, title={LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification}, publisher={Springer}, author={Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke} }
LibreCat
2020 | Journal Article | LibreCat-ID: 15025
@article{Wever_van Rooijen_Hamann_2020, title={Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets}, volume={28}, DOI={10.1162/evco_a_00266}, number={2}, journal={Evolutionary Computation}, publisher={MIT Press Journals}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2020}, pages={165–193} }
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2020 | Dissertation | LibreCat-ID: 28368
@book{Lochbichler_2020, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme}, volume={394}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Lochbichler, Matthias}, year={2020}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2019 | Dissertation | LibreCat-ID: 28363
@book{Mittag_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen}, volume={389}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Mittag, Tobias}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2019 | Misc | LibreCat-ID: 28364
@book{Gausemeier_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019}, volume={390}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Gausemeier, Jürgen}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2019 | Dissertation | LibreCat-ID: 28365
@book{Schierbaum_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau}, volume={391}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Schierbaum, Anja Maria}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2019 | Journal Article | LibreCat-ID: 17565
@article{Merten_Seemann_Wever_2019, title={Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff}, number={142}, journal={Niederdeutsches Jahrbuch}, author={Merten, Marie-Luis and Seemann, Nina and Wever, Marcel Dominik}, year={2019}, pages={124–146} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 22000
@inproceedings{Gräßler_Oleff_2019, title={Risikoorientierte Analyse und Handhabung von Anforderungsänderungen}, volume={30}, DOI={ 10.35199/dfx2019.5}, booktitle={Design for X - Beiträge zum 30. DfX-Symposium }, author={Gräßler, I. and Oleff, C.}, year={2019}, pages={49–60} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 22001
@inproceedings{Gräßler_Oleff_Scholle_2019, title={Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme}, DOI={ 10.17619/UNIPB/1-791}, booktitle={Fachtagung Mechatronik 2019 Paderborn}, author={Gräßler, I. and Oleff, C. and Scholle, P.}, year={2019}, pages={S. 1-6} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 22002
@inproceedings{Gräßler_Thiele_Oleff_Scholle_Schulze_2019, title={Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme}, DOI={10.17619/UNIPB/1-791}, booktitle={International Conference on Engineering Design (ICED19)}, author={Gräßler, I. and Thiele, H. and Oleff, C. and Scholle, P. and Schulze, V.}, year={2019}, pages={1265–1274} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 14896
@article{Dann_Hermann_Bodden_2019, title={ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules}, DOI={10.1109/tse.2019.2931331}, journal={IEEE Transactions on Software Engineering}, author={Dann, Andreas and Hermann, Ben and Bodden, Eric}, year={2019}, pages={1–1} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 14897
@inproceedings{Dann_Hermann_Bodden_2019, title={SootDiff: bytecode comparison across different Java compilers}, DOI={10.1145/3315568.3329966}, booktitle={Proceedings of the 8th ACM SIGPLAN International Workshop on State Of the Art in Program Analysis - SOAP 2019}, author={Dann, Andreas and Hermann, Ben and Bodden, Eric}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 14899
@inproceedings{Kruger_Hermann_2019, title={Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification from Texts}, DOI={10.1109/ge.2019.00012}, booktitle={2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering (GE)}, author={Kruger, Stefan and Hermann, Ben}, year={2019} }
LibreCat
| DOI
2019 | Dissertation | LibreCat-ID: 28366
@book{Pai_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Computationally Efficient Modelling and Precision Position and Force Control of SMA Actuators}, volume={392}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Pai, Arathi}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 14898
@inproceedings{Schubert_Leer_Hermann_Bodden_2019, title={Know your analysis: how instrumentation aids understanding static analysis}, DOI={10.1145/3315568.3329965}, booktitle={Proceedings of the 8th ACM SIGPLAN International Workshop on State Of the Art in Program Analysis - SOAP 2019}, author={Schubert, Philipp and Leer, Richard and Hermann, Ben and Bodden, Eric}, year={2019} }
LibreCat
| DOI
2018 | Misc | LibreCat-ID: 28361
@book{Gausemeier_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018}, volume={385}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Gausemeier, Jürgen}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Dissertation | LibreCat-ID: 26249
@book{Weber_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Modellbasierte Werkstück- und Werkzeugpositionierung zur Reduzierung der Zykluszeit in NC-Programmen}, volume={377}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Weber, Jens}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Dissertation | LibreCat-ID: 26250
@book{Kage_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Positionierung in technologieinduzierten Wertschöpfungsnetzwerken}, volume={383}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Kage, Martin}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Dissertation | LibreCat-ID: 26251
@book{Dülme_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur zukunftsorientierten Konsolidierung variantenreicher Produktprogramme}, volume={384}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Dülme, Christian}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Dissertation | LibreCat-ID: 26252
@book{Schneider_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Spezifikationstechnik zur Beschreibung und Analyse von Wertschöpfungssystemen}, volume={386}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Schneider, Marcel}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Dissertation | LibreCat-ID: 26253
@book{Echterhoff_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Methodik zur Einführung innovativer Geschäftsmodelle in etablierten Unternehmen}, volume={387}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Echterhoff, Benedikt}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Journal Article | LibreCat-ID: 3510 |
@article{Mohr_Wever_Hüllermeier_2018, title={ML-Plan: Automated Machine Learning via Hierarchical Planning}, DOI={10.1007/s10994-018-5735-z}, journal={Machine Learning}, publisher={Springer}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2018}, pages={1495–1515} }
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2018 | Preprint | LibreCat-ID: 17713 |
@article{Wever_Mohr_Hüllermeier_2018, title={Automated Multi-Label Classification based on ML-Plan}, publisher={Arxiv}, author={Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }
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2018 | Preprint | LibreCat-ID: 17714 |
@article{Mohr_Wever_Hüllermeier_2018, title={Automated machine learning service composition}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 21991
@inproceedings{Graessler_Scholle_Hentze_Oleff_2018, title={SEMI-AUTOMATIZED ASSESSMENT OF REQUIREMENT INTERRELATIONS}, DOI={10.21278/idc.2018.0298}, booktitle={Proceedings of the DESIGN 2018 15th International Design Conference}, author={Graessler, Iris and Scholle, Philipp and Hentze, Julian and Oleff, Christian}, year={2018} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 21998
@inproceedings{Gräßler_Scholle_Hentze_Oleff_2018, title={Semi-Automatized Assessment of Requirement Interrelations}, volume={15}, DOI={10.21278/idc.2018.0298}, booktitle={15th International Design Conference}, author={Gräßler, I. and Scholle, P. and Hentze, J. and Oleff, C.}, year={2018}, pages={S. 325-334} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 21999
@inproceedings{Gräßler_Oleff_Scholle_2018, title={Methode zur Bewertung von Anforderungsänderungen additiv gefertigter Produkte}, volume={29}, DOI={https://www.researchgate.net/publication/331742431_Methode_zur_Bewertung_von_Anforderungsanderungen_additiv_gefertigter_Produkte}, booktitle={Design for X - Beiträge zum 29. DfX-Symposium}, author={Gräßler, I. and Oleff, C. and Scholle, P.}, year={2018}, pages={333–344} }
LibreCat
| DOI
2018 | Conference (Editor) | LibreCat-ID: 10591
@book{Abiteboul_Arenas_Barceló_Bienvenu_Calvanese_David_Hull_Hüllermeier_Kimelfeld_Libkin_et al._2018, title={Research Directions for Principles of Data Management}, volume={7}, number={1}, year={2018}, pages={1–29} }
LibreCat
2018 | Book Chapter | LibreCat-ID: 10783
@inbook{Couso_Hüllermeier_2018, title={Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators}, booktitle={Frontiers in Computational Intelligence}, publisher={Springer}, author={Couso, Ines and Hüllermeier, Eyke}, editor={Mostaghim, Sanaz and Nürnberger, Andreas and Borgelt, ChristianEditors}, year={2018}, pages={31–46} }
LibreCat
2018 | Journal Article | LibreCat-ID: 16038
@article{Schäfer_Hüllermeier_2018, title={Dyad ranking using Plackett-Luce models based on joint feature representations}, volume={107}, number={5}, journal={Machine Learning}, author={Schäfer, D. and Hüllermeier, Eyke}, year={2018}, pages={903–941} }
LibreCat
2018 | Conference Paper | LibreCat-ID: 10145
@inproceedings{Ahmadi Fahandar_Hüllermeier_2018, title={Learning to Rank Based on Analogical Reasoning}, booktitle={Proc. 32 nd AAAI Conference on Artificial Intelligence (AAAI)}, author={Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, year={2018}, pages={2951–2958} }
LibreCat
2018 | Conference Paper | LibreCat-ID: 10148
@inproceedings{El Mesaoudi-Paul_Hüllermeier_Busa-Fekete_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Ranking Distributions based on Noisy Sorting}, booktitle={Proc. 35th Int. Conference on Machine Learning (ICML)}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={El Mesaoudi-Paul, Adil and Hüllermeier, Eyke and Busa-Fekete, Robert}, year={2018}, pages={3469–3477}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
2018 | Conference Paper | LibreCat-ID: 10149
@inproceedings{Hesse_Timmermann_Hüllermeier_Trächtler_2018, title={A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart}, booktitle={Proc. 4th Int. Conference on System-Integrated Intelligence: Intelligent, Flexible and Connected Systems in Products and Production, Procedia Manufacturing 24}, author={Hesse, M. and Timmermann, J. and Hüllermeier, Eyke and Trächtler, Ansgar}, year={2018}, pages={15–20} }
LibreCat